Struct DiffusionConfig

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pub struct DiffusionConfig {
    pub num_timesteps: usize,
    pub beta_start: f64,
    pub beta_end: f64,
    pub schedule: NoiseSchedule,
    pub diffusion_type: DiffusionType,
    pub clip_denoised: bool,
    pub prediction_type: String,
}

Expand description

Configuration for diffusion model

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§num_timesteps: usize

Number of diffusion timesteps

§beta_start: f64

Initial noise level (β_start)

§beta_end: f64

Final noise level (β_end)

§schedule: NoiseSchedule

Type of noise schedule

§diffusion_type: DiffusionType

Type of diffusion process

§clip_denoised: bool

Whether to clip denoised values

§prediction_type: String

Prediction type: “epsilon” (noise) or “x0” (original data)

Trait Implementations§

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impl Clone for DiffusionConfig

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fn clone(&self) -> DiffusionConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for DiffusionConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl Default for DiffusionConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for DiffusionConfig

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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